Leaderboard/ATProto Data Layer
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

ATProto Data Layer

Data & Analytics

Search ATProto writing, annotations, identity, agents, and forum posts. 12 read-only tools.

65/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
36.3ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 34ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 36ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 20, 2026success34.5msPartial
May 18, 2026success36.3msPartial
May 16, 2026success35.3msPartial
May 13, 2026success213.5msPartial
May 13, 2026success226.9msPartial
May 12, 2026success44msPartial
May 11, 2026success74.4msPartial
May 9, 2026success241.8msPartial
May 7, 2026success263.8msPartial
May 7, 2026success304.2msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 20, 2026
Last Probed
May 20, 2026